Overview

Dataset statistics

Number of variables24
Number of observations11182
Missing cells42708
Missing cells (%)15.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 MiB
Average record size in memory192.0 B

Variable types

Numeric23
Categorical1

Alerts

Admin and Support Services is highly correlated with Business Services and 12 other fieldsHigh correlation
Agriculture and Mining is highly correlated with Electricity, Gas, Water and Waste ServicesHigh correlation
Arts and Recreation Services is highly correlated with Food and Beverage ServicesHigh correlation
Business Services is highly correlated with Admin and Support Services and 11 other fieldsHigh correlation
Construction is highly correlated with Admin and Support Services and 6 other fieldsHigh correlation
Education and Training is highly correlated with Admin and Support Services and 8 other fieldsHigh correlation
Electricity, Gas, Water and Waste Services is highly correlated with Agriculture and MiningHigh correlation
Finance and Insurance is highly correlated with Admin and Support Services and 12 other fieldsHigh correlation
Food and Beverage Services is highly correlated with Admin and Support Services and 10 other fieldsHigh correlation
Health Care and Social Assistance is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Information Media and Telecommunications is highly correlated with Admin and Support Services and 10 other fieldsHigh correlation
Manufacturing is highly correlated with Admin and Support Services and 4 other fieldsHigh correlation
Other Services is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Public Administration and Safety is highly correlated with Admin and Support Services and 3 other fieldsHigh correlation
Real Estate Services is highly correlated with Admin and Support Services and 10 other fieldsHigh correlation
Retail Trade is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Wholesale Trade is highly correlated with Construction and 1 other fieldsHigh correlation
Total employment in block is highly correlated with Admin and Support Services and 6 other fieldsHigh correlation
Accommodation is highly correlated with Admin and Support Services and 19 other fieldsHigh correlation
Admin and Support Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Agriculture and Mining is highly correlated with Accommodation and 19 other fieldsHigh correlation
Arts and Recreation Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Business Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Construction is highly correlated with Accommodation and 19 other fieldsHigh correlation
Education and Training is highly correlated with Accommodation and 19 other fieldsHigh correlation
Electricity, Gas, Water and Waste Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Finance and Insurance is highly correlated with Accommodation and 19 other fieldsHigh correlation
Food and Beverage Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Health Care and Social Assistance is highly correlated with Accommodation and 19 other fieldsHigh correlation
Information Media and Telecommunications is highly correlated with Accommodation and 19 other fieldsHigh correlation
Manufacturing is highly correlated with Accommodation and 19 other fieldsHigh correlation
Other Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Public Administration and Safety is highly correlated with Accommodation and 19 other fieldsHigh correlation
Real Estate Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Rental and Hiring Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Retail Trade is highly correlated with Accommodation and 19 other fieldsHigh correlation
Transport, Postal and Storage is highly correlated with Accommodation and 19 other fieldsHigh correlation
Wholesale Trade is highly correlated with Accommodation and 19 other fieldsHigh correlation
Total employment in block is highly correlated with Accommodation and 19 other fieldsHigh correlation
Admin and Support Services is highly correlated with Business Services and 11 other fieldsHigh correlation
Agriculture and Mining is highly correlated with Electricity, Gas, Water and Waste ServicesHigh correlation
Business Services is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Construction is highly correlated with Admin and Support Services and 5 other fieldsHigh correlation
Education and Training is highly correlated with Admin and Support Services and 7 other fieldsHigh correlation
Electricity, Gas, Water and Waste Services is highly correlated with Agriculture and MiningHigh correlation
Finance and Insurance is highly correlated with Admin and Support Services and 12 other fieldsHigh correlation
Food and Beverage Services is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Health Care and Social Assistance is highly correlated with Admin and Support Services and 6 other fieldsHigh correlation
Information Media and Telecommunications is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Manufacturing is highly correlated with Admin and Support Services and 3 other fieldsHigh correlation
Other Services is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Public Administration and Safety is highly correlated with Admin and Support Services and 3 other fieldsHigh correlation
Real Estate Services is highly correlated with Admin and Support Services and 10 other fieldsHigh correlation
Retail Trade is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Wholesale Trade is highly correlated with Construction and 1 other fieldsHigh correlation
Total employment in block is highly correlated with Business Services and 4 other fieldsHigh correlation
Block ID is highly correlated with CLUE small areaHigh correlation
CLUE small area is highly correlated with Block ID and 21 other fieldsHigh correlation
Accommodation is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Admin and Support Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Agriculture and Mining is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Arts and Recreation Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Business Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Construction is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Education and Training is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Electricity, Gas, Water and Waste Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Finance and Insurance is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Food and Beverage Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Health Care and Social Assistance is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Information Media and Telecommunications is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Manufacturing is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Other Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Public Administration and Safety is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Real Estate Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Rental and Hiring Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Retail Trade is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Transport, Postal and Storage is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Wholesale Trade is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Total employment in block is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Accommodation has 2152 (19.2%) missing values Missing
Admin and Support Services has 1847 (16.5%) missing values Missing
Agriculture and Mining has 552 (4.9%) missing values Missing
Arts and Recreation Services has 3540 (31.7%) missing values Missing
Business Services has 1677 (15.0%) missing values Missing
Construction has 1897 (17.0%) missing values Missing
Education and Training has 2297 (20.5%) missing values Missing
Electricity, Gas, Water and Waste Services has 2233 (20.0%) missing values Missing
Finance and Insurance has 1449 (13.0%) missing values Missing
Food and Beverage Services has 2382 (21.3%) missing values Missing
Health Care and Social Assistance has 2280 (20.4%) missing values Missing
Information Media and Telecommunications has 2111 (18.9%) missing values Missing
Manufacturing has 2118 (18.9%) missing values Missing
Other Services has 2971 (26.6%) missing values Missing
Public Administration and Safety has 1685 (15.1%) missing values Missing
Real Estate Services has 1607 (14.4%) missing values Missing
Rental and Hiring Services has 797 (7.1%) missing values Missing
Retail Trade has 2295 (20.5%) missing values Missing
Transport, Postal and Storage has 2058 (18.4%) missing values Missing
Wholesale Trade has 2337 (20.9%) missing values Missing
Total employment in block has 2423 (21.7%) missing values Missing
Accommodation is highly skewed (γ1 = 22.16298107) Skewed
Admin and Support Services is highly skewed (γ1 = 21.89073502) Skewed
Agriculture and Mining is highly skewed (γ1 = 23.0762971) Skewed
Business Services is highly skewed (γ1 = 22.7090291) Skewed
Construction is highly skewed (γ1 = 24.38246391) Skewed
Education and Training is highly skewed (γ1 = 21.35969115) Skewed
Electricity, Gas, Water and Waste Services is highly skewed (γ1 = 25.86849555) Skewed
Finance and Insurance is highly skewed (γ1 = 21.45081146) Skewed
Food and Beverage Services is highly skewed (γ1 = 22.75598534) Skewed
Information Media and Telecommunications is highly skewed (γ1 = 21.5575222) Skewed
Manufacturing is highly skewed (γ1 = 21.05831765) Skewed
Other Services is highly skewed (γ1 = 20.80400113) Skewed
Public Administration and Safety is highly skewed (γ1 = 21.51360902) Skewed
Real Estate Services is highly skewed (γ1 = 29.27751348) Skewed
Rental and Hiring Services is highly skewed (γ1 = 27.79721871) Skewed
Retail Trade is highly skewed (γ1 = 20.69953168) Skewed
Transport, Postal and Storage is highly skewed (γ1 = 21.42071497) Skewed
Wholesale Trade is highly skewed (γ1 = 20.91844627) Skewed
Total employment in block is highly skewed (γ1 = 21.62890868) Skewed
Accommodation has 8484 (75.9%) zeros Zeros
Admin and Support Services has 8072 (72.2%) zeros Zeros
Agriculture and Mining has 10488 (93.8%) zeros Zeros
Arts and Recreation Services has 6756 (60.4%) zeros Zeros
Business Services has 6494 (58.1%) zeros Zeros
Construction has 8676 (77.6%) zeros Zeros
Education and Training has 7912 (70.8%) zeros Zeros
Electricity, Gas, Water and Waste Services has 8824 (78.9%) zeros Zeros
Finance and Insurance has 8458 (75.6%) zeros Zeros
Food and Beverage Services has 5947 (53.2%) zeros Zeros
Health Care and Social Assistance has 7346 (65.7%) zeros Zeros
Information Media and Telecommunications has 8278 (74.0%) zeros Zeros
Manufacturing has 8117 (72.6%) zeros Zeros
Other Services has 5513 (49.3%) zeros Zeros
Public Administration and Safety has 8904 (79.6%) zeros Zeros
Real Estate Services has 8858 (79.2%) zeros Zeros
Rental and Hiring Services has 10296 (92.1%) zeros Zeros
Retail Trade has 6521 (58.3%) zeros Zeros
Transport, Postal and Storage has 8400 (75.1%) zeros Zeros
Wholesale Trade has 8095 (72.4%) zeros Zeros
Total employment in block has 1337 (12.0%) zeros Zeros

Reproduction

Analysis started2021-11-17 04:16:19.695990
Analysis finished2021-11-17 04:18:10.544756
Duration1 minute and 50.85 seconds
Software versionpandas-profiling v3.1.1
Download configurationconfig.json

Variables

Census year
Real number (ℝ≥0)

Distinct19
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2011.203005
Minimum2002
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum2002
5-th percentile2003
Q12007
median2011
Q32016
95-th percentile2020
Maximum2020
Range18
Interquartile range (IQR)9

Descriptive statistics

Standard deviation5.426906792
Coefficient of variation (CV)0.002698338645
Kurtosis-1.17688402
Mean2011.203005
Median Absolute Deviation (MAD)5
Skewness-0.04665219053
Sum22489272
Variance29.45131733
MonotonicityNot monotonic
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
2015607
 
5.4%
2012607
 
5.4%
2016607
 
5.4%
2009607
 
5.4%
2010607
 
5.4%
2011607
 
5.4%
2019607
 
5.4%
2013607
 
5.4%
2014607
 
5.4%
2008607
 
5.4%
Other values (9)5112
45.7%
ValueCountFrequency (%)
2002547
4.9%
2003547
4.9%
2004547
4.9%
2005547
4.9%
2006547
4.9%
2007559
5.0%
2008607
5.4%
2009607
5.4%
2010607
5.4%
2011607
5.4%
ValueCountFrequency (%)
2020606
5.4%
2019607
5.4%
2018606
5.4%
2017606
5.4%
2016607
5.4%
2015607
5.4%
2014607
5.4%
2013607
5.4%
2012607
5.4%
2011607
5.4%

Block ID
Real number (ℝ≥0)

HIGH CORRELATION

Distinct607
Distinct (%)5.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean618.2246468
Minimum0
Maximum2548
Zeros19
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile38
Q1259
median508
Q3782
95-th percentile2505
Maximum2548
Range2548
Interquartile range (IQR)523

Descriptive statistics

Standard deviation589.6327781
Coefficient of variation (CV)0.9537516519
Kurtosis4.491948908
Mean618.2246468
Median Absolute Deviation (MAD)261
Skewness2.138454138
Sum6912988
Variance347666.813
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
111119
 
0.2%
24419
 
0.2%
85019
 
0.2%
81019
 
0.2%
80219
 
0.2%
79419
 
0.2%
78619
 
0.2%
77819
 
0.2%
74619
 
0.2%
73819
 
0.2%
Other values (597)10992
98.3%
ValueCountFrequency (%)
019
0.2%
119
0.2%
219
0.2%
419
0.2%
519
0.2%
619
0.2%
1119
0.2%
1219
0.2%
1319
0.2%
1419
0.2%
ValueCountFrequency (%)
254813
0.1%
254713
0.1%
254613
0.1%
254513
0.1%
254413
0.1%
254313
0.1%
254213
0.1%
254113
0.1%
254013
0.1%
253913
0.1%

CLUE small area
Categorical

HIGH CORRELATION

Distinct14
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size87.5 KiB
Kensington
1935 
North Melbourne
1726 
Melbourne (CBD)
1577 
Carlton
1349 
West Melbourne (Residential)
912 
Other values (9)
3683 

Length

Max length28
Median length14
Mean length13.52387766
Min length7

Characters and Unicode

Total characters151224
Distinct characters36
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMelbourne (CBD)
2nd rowMelbourne (CBD)
3rd rowMelbourne (CBD)
4th rowMelbourne (CBD)
5th rowMelbourne (CBD)

Common Values

ValueCountFrequency (%)
Kensington1935
17.3%
North Melbourne1726
15.4%
Melbourne (CBD)1577
14.1%
Carlton1349
12.1%
West Melbourne (Residential)912
8.2%
Southbank760
 
6.8%
East Melbourne703
 
6.3%
Parkville646
 
5.8%
Port Melbourne378
 
3.4%
South Yarra323
 
2.9%
Other values (4)873
7.8%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
melbourne5846
31.5%
kensington1935
 
10.4%
north1726
 
9.3%
cbd1577
 
8.5%
carlton1349
 
7.3%
west1158
 
6.2%
residential912
 
4.9%
southbank760
 
4.1%
east703
 
3.8%
parkville646
 
3.5%
Other values (9)1935
 
10.4%

Most occurring characters

ValueCountFrequency (%)
e17825
 
11.8%
n15526
 
10.3%
o12678
 
8.4%
r11122
 
7.4%
l9987
 
6.6%
t9547
 
6.3%
7365
 
4.9%
u7175
 
4.7%
b6606
 
4.4%
a5889
 
3.9%
Other values (26)47504
31.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter116118
76.8%
Uppercase Letter21663
 
14.3%
Space Separator7365
 
4.9%
Open Punctuation3039
 
2.0%
Close Punctuation3039
 
2.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e17825
15.4%
n15526
13.4%
o12678
10.9%
r11122
9.6%
l9987
8.6%
t9547
8.2%
u7175
6.2%
b6606
 
5.7%
a5889
 
5.1%
s5277
 
4.5%
Other values (10)14486
12.5%
Uppercase Letter
ValueCountFrequency (%)
M5846
27.0%
C2945
13.6%
K1935
 
8.9%
D1900
 
8.8%
N1726
 
8.0%
B1577
 
7.3%
R1197
 
5.5%
W1158
 
5.3%
S1083
 
5.0%
P1024
 
4.7%
Other values (3)1272
 
5.9%
Space Separator
ValueCountFrequency (%)
7365
100.0%
Open Punctuation
ValueCountFrequency (%)
(3039
100.0%
Close Punctuation
ValueCountFrequency (%)
)3039
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin137781
91.1%
Common13443
 
8.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e17825
12.9%
n15526
11.3%
o12678
 
9.2%
r11122
 
8.1%
l9987
 
7.2%
t9547
 
6.9%
u7175
 
5.2%
b6606
 
4.8%
a5889
 
4.3%
M5846
 
4.2%
Other values (23)35580
25.8%
Common
ValueCountFrequency (%)
7365
54.8%
(3039
22.6%
)3039
22.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII151224
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e17825
 
11.8%
n15526
 
10.3%
o12678
 
8.4%
r11122
 
7.4%
l9987
 
6.6%
t9547
 
6.3%
7365
 
4.9%
u7175
 
4.7%
b6606
 
4.4%
a5889
 
3.9%
Other values (26)47504
31.4%

Accommodation
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct161
Distinct (%)1.8%
Missing2152
Missing (%)19.2%
Infinite0
Infinite (%)0.0%
Mean23.80830565
Minimum0
Maximum10809
Zeros8484
Zeros (%)75.9%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile19
Maximum10809
Range10809
Interquartile range (IQR)0

Descriptive statistics

Standard deviation414.4915452
Coefficient of variation (CV)17.40953562
Kurtosis499.3646568
Mean23.80830565
Median Absolute Deviation (MAD)0
Skewness22.16298107
Sum214989
Variance171803.241
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08484
75.9%
3817
 
0.2%
1215
 
0.1%
214
 
0.1%
7111
 
0.1%
1110
 
0.1%
499
 
0.1%
1029
 
0.1%
19
 
0.1%
369
 
0.1%
Other values (151)443
 
4.0%
(Missing)2152
 
19.2%
ValueCountFrequency (%)
08484
75.9%
19
 
0.1%
214
 
0.1%
31
 
< 0.1%
46
 
0.1%
66
 
0.1%
84
 
< 0.1%
108
 
0.1%
1110
 
0.1%
1215
 
0.1%
ValueCountFrequency (%)
108091
< 0.1%
106231
< 0.1%
101971
< 0.1%
101621
< 0.1%
100651
< 0.1%
100571
< 0.1%
100511
< 0.1%
98391
< 0.1%
89551
< 0.1%
89081
< 0.1%

Admin and Support Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct320
Distinct (%)3.4%
Missing1847
Missing (%)16.5%
Infinite0
Infinite (%)0.0%
Mean50.4419925
Minimum0
Maximum16960
Zeros8072
Zeros (%)72.2%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile131
Maximum16960
Range16960
Interquartile range (IQR)0

Descriptive statistics

Standard deviation640.6280425
Coefficient of variation (CV)12.70029217
Kurtosis495.126961
Mean50.4419925
Median Absolute Deviation (MAD)0
Skewness21.89073502
Sum470876
Variance410404.2889
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08072
72.2%
1423
 
0.2%
2121
 
0.2%
1920
 
0.2%
3820
 
0.2%
1219
 
0.2%
6217
 
0.2%
2216
 
0.1%
2616
 
0.1%
5415
 
0.1%
Other values (310)1096
 
9.8%
(Missing)1847
 
16.5%
ValueCountFrequency (%)
08072
72.2%
43
 
< 0.1%
54
 
< 0.1%
62
 
< 0.1%
76
 
0.1%
811
 
0.1%
98
 
0.1%
1010
 
0.1%
119
 
0.1%
1219
 
0.2%
ValueCountFrequency (%)
169601
< 0.1%
156991
< 0.1%
156141
< 0.1%
153511
< 0.1%
152221
< 0.1%
151601
< 0.1%
151401
< 0.1%
150201
< 0.1%
150101
< 0.1%
148601
< 0.1%

Agriculture and Mining
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct68
Distinct (%)0.6%
Missing552
Missing (%)4.9%
Infinite0
Infinite (%)0.0%
Mean8.151175917
Minimum0
Maximum4483
Zeros10488
Zeros (%)93.8%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum4483
Range4483
Interquartile range (IQR)0

Descriptive statistics

Standard deviation160.9832616
Coefficient of variation (CV)19.74969786
Kurtosis545.1728179
Mean8.151175917
Median Absolute Deviation (MAD)0
Skewness23.0762971
Sum86647
Variance25915.61051
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
010488
93.8%
275
 
< 0.1%
214
 
< 0.1%
324
 
< 0.1%
154
 
< 0.1%
864
 
< 0.1%
1614
 
< 0.1%
194
 
< 0.1%
394
 
< 0.1%
234
 
< 0.1%
Other values (58)105
 
0.9%
(Missing)552
 
4.9%
ValueCountFrequency (%)
010488
93.8%
52
 
< 0.1%
72
 
< 0.1%
122
 
< 0.1%
154
 
< 0.1%
181
 
< 0.1%
194
 
< 0.1%
214
 
< 0.1%
223
 
< 0.1%
234
 
< 0.1%
ValueCountFrequency (%)
44831
< 0.1%
44741
< 0.1%
39591
< 0.1%
39571
< 0.1%
39561
< 0.1%
38961
< 0.1%
38871
< 0.1%
38551
< 0.1%
38411
< 0.1%
38061
< 0.1%

Arts and Recreation Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct241
Distinct (%)3.2%
Missing3540
Missing (%)31.7%
Infinite0
Infinite (%)0.0%
Mean99.71538864
Minimum0
Maximum26542
Zeros6756
Zeros (%)60.4%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile76
Maximum26542
Range26542
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1216.294258
Coefficient of variation (CV)12.19765851
Kurtosis329.5008985
Mean99.71538864
Median Absolute Deviation (MAD)0
Skewness17.60818308
Sum762025
Variance1479371.723
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06756
60.4%
327
 
0.2%
526
 
0.2%
1321
 
0.2%
1020
 
0.2%
2419
 
0.2%
219
 
0.2%
1618
 
0.2%
1417
 
0.2%
1515
 
0.1%
Other values (231)704
 
6.3%
(Missing)3540
31.7%
ValueCountFrequency (%)
06756
60.4%
115
 
0.1%
219
 
0.2%
327
 
0.2%
413
 
0.1%
526
 
0.2%
612
 
0.1%
710
 
0.1%
811
 
0.1%
95
 
< 0.1%
ValueCountFrequency (%)
265421
< 0.1%
260671
< 0.1%
256981
< 0.1%
255961
< 0.1%
235151
< 0.1%
234941
< 0.1%
234471
< 0.1%
233811
< 0.1%
233741
< 0.1%
229881
< 0.1%

Business Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct699
Distinct (%)7.4%
Missing1677
Missing (%)15.0%
Infinite0
Infinite (%)0.0%
Mean260.8260915
Minimum0
Maximum87286
Zeros6494
Zeros (%)58.1%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q334
95-th percentile769.8
Maximum87286
Range87286
Interquartile range (IQR)34

Descriptive statistics

Standard deviation3090.388986
Coefficient of variation (CV)11.84846565
Kurtosis536.5078735
Mean260.8260915
Median Absolute Deviation (MAD)0
Skewness22.7090291
Sum2479152
Variance9550504.087
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06494
58.1%
1337
 
0.3%
4635
 
0.3%
3135
 
0.3%
3535
 
0.3%
2831
 
0.3%
1630
 
0.3%
2729
 
0.3%
3728
 
0.3%
3427
 
0.2%
Other values (689)2724
24.4%
(Missing)1677
 
15.0%
ValueCountFrequency (%)
06494
58.1%
36
 
0.1%
49
 
0.1%
513
 
0.1%
69
 
0.1%
79
 
0.1%
820
 
0.2%
921
 
0.2%
1019
 
0.2%
1111
 
0.1%
ValueCountFrequency (%)
872861
< 0.1%
843321
< 0.1%
817301
< 0.1%
781611
< 0.1%
771171
< 0.1%
762841
< 0.1%
749731
< 0.1%
729281
< 0.1%
720391
< 0.1%
715401
< 0.1%

Construction
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct160
Distinct (%)1.7%
Missing1897
Missing (%)17.0%
Infinite0
Infinite (%)0.0%
Mean14.59547658
Minimum0
Maximum7534
Zeros8676
Zeros (%)77.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile25
Maximum7534
Range7534
Interquartile range (IQR)0

Descriptive statistics

Standard deviation229.7323327
Coefficient of variation (CV)15.7399679
Kurtosis631.3685812
Mean14.59547658
Median Absolute Deviation (MAD)0
Skewness24.38246391
Sum135519
Variance52776.9447
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08676
77.6%
1215
 
0.1%
2714
 
0.1%
2113
 
0.1%
1313
 
0.1%
4613
 
0.1%
3913
 
0.1%
1913
 
0.1%
2611
 
0.1%
2011
 
0.1%
Other values (150)493
 
4.4%
(Missing)1897
 
17.0%
ValueCountFrequency (%)
08676
77.6%
11
 
< 0.1%
32
 
< 0.1%
52
 
< 0.1%
62
 
< 0.1%
72
 
< 0.1%
85
 
< 0.1%
94
 
< 0.1%
102
 
< 0.1%
1110
 
0.1%
ValueCountFrequency (%)
75341
< 0.1%
67271
< 0.1%
66471
< 0.1%
63061
< 0.1%
61111
< 0.1%
58291
< 0.1%
57461
< 0.1%
57131
< 0.1%
54001
< 0.1%
49441
< 0.1%

Education and Training
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct317
Distinct (%)3.6%
Missing2297
Missing (%)20.5%
Infinite0
Infinite (%)0.0%
Mean75.82003376
Minimum0
Maximum27043
Zeros7912
Zeros (%)70.8%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile153.6
Maximum27043
Range27043
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1063.664858
Coefficient of variation (CV)14.02881014
Kurtosis468.1903429
Mean75.82003376
Median Absolute Deviation (MAD)0
Skewness21.35969115
Sum673661
Variance1131382.931
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
07912
70.8%
4414
 
0.1%
7911
 
0.1%
3711
 
0.1%
3910
 
0.1%
5010
 
0.1%
4710
 
0.1%
2810
 
0.1%
5410
 
0.1%
299
 
0.1%
Other values (307)878
 
7.9%
(Missing)2297
 
20.5%
ValueCountFrequency (%)
07912
70.8%
42
 
< 0.1%
52
 
< 0.1%
63
 
< 0.1%
73
 
< 0.1%
82
 
< 0.1%
101
 
< 0.1%
114
 
< 0.1%
121
 
< 0.1%
135
 
< 0.1%
ValueCountFrequency (%)
270431
< 0.1%
258381
< 0.1%
251351
< 0.1%
247511
< 0.1%
242221
< 0.1%
241801
< 0.1%
236131
< 0.1%
236111
< 0.1%
235791
< 0.1%
234691
< 0.1%

Electricity, Gas, Water and Waste Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct71
Distinct (%)0.8%
Missing2233
Missing (%)20.0%
Infinite0
Infinite (%)0.0%
Mean19.39043469
Minimum0
Maximum12422
Zeros8824
Zeros (%)78.9%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum12422
Range12422
Interquartile range (IQR)0

Descriptive statistics

Standard deviation368.3561172
Coefficient of variation (CV)18.99679523
Kurtosis736.2274824
Mean19.39043469
Median Absolute Deviation (MAD)0
Skewness25.86849555
Sum173525
Variance135686.2291
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08824
78.9%
706
 
0.1%
225
 
< 0.1%
203
 
< 0.1%
6113
 
< 0.1%
3003
 
< 0.1%
733
 
< 0.1%
8613
 
< 0.1%
603
 
< 0.1%
6413
 
< 0.1%
Other values (61)93
 
0.8%
(Missing)2233
 
20.0%
ValueCountFrequency (%)
08824
78.9%
72
 
< 0.1%
102
 
< 0.1%
112
 
< 0.1%
203
 
< 0.1%
225
 
< 0.1%
252
 
< 0.1%
262
 
< 0.1%
312
 
< 0.1%
382
 
< 0.1%
ValueCountFrequency (%)
124221
< 0.1%
123001
< 0.1%
122731
< 0.1%
114981
< 0.1%
98051
< 0.1%
96751
< 0.1%
83671
< 0.1%
77981
< 0.1%
69751
< 0.1%
67941
< 0.1%

Finance and Insurance
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct448
Distinct (%)4.6%
Missing1449
Missing (%)13.0%
Infinite0
Infinite (%)0.0%
Mean213.4039864
Minimum0
Maximum69271
Zeros8458
Zeros (%)75.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile474.2
Maximum69271
Range69271
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2629.971
Coefficient of variation (CV)12.32390755
Kurtosis483.3896018
Mean213.4039864
Median Absolute Deviation (MAD)0
Skewness21.45081146
Sum2077061
Variance6916747.462
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08458
75.6%
2629
 
0.3%
2525
 
0.2%
2020
 
0.2%
2919
 
0.2%
1115
 
0.1%
2215
 
0.1%
815
 
0.1%
3314
 
0.1%
1312
 
0.1%
Other values (438)1111
 
9.9%
(Missing)1449
 
13.0%
ValueCountFrequency (%)
08458
75.6%
32
 
< 0.1%
43
 
< 0.1%
53
 
< 0.1%
66
 
0.1%
74
 
< 0.1%
815
 
0.1%
98
 
0.1%
102
 
< 0.1%
1115
 
0.1%
ValueCountFrequency (%)
692711
< 0.1%
664961
< 0.1%
634031
< 0.1%
632671
< 0.1%
630931
< 0.1%
629341
< 0.1%
610491
< 0.1%
610171
< 0.1%
604421
< 0.1%
599191
< 0.1%

Food and Beverage Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct472
Distinct (%)5.4%
Missing2382
Missing (%)21.3%
Infinite0
Infinite (%)0.0%
Mean112.2031818
Minimum0
Maximum38696
Zeros5947
Zeros (%)53.2%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q330
95-th percentile292
Maximum38696
Range38696
Interquartile range (IQR)30

Descriptive statistics

Standard deviation1366.580105
Coefficient of variation (CV)12.17951294
Kurtosis540.2607679
Mean112.2031818
Median Absolute Deviation (MAD)0
Skewness22.75598534
Sum987388
Variance1867541.184
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
05947
53.2%
2647
 
0.4%
2345
 
0.4%
3044
 
0.4%
3443
 
0.4%
2840
 
0.4%
2538
 
0.3%
2437
 
0.3%
1737
 
0.3%
3136
 
0.3%
Other values (462)2486
22.2%
(Missing)2382
21.3%
ValueCountFrequency (%)
05947
53.2%
55
 
< 0.1%
66
 
0.1%
75
 
< 0.1%
813
 
0.1%
914
 
0.1%
109
 
0.1%
1117
 
0.2%
1212
 
0.1%
1319
 
0.2%
ValueCountFrequency (%)
386961
< 0.1%
379051
< 0.1%
375171
< 0.1%
354891
< 0.1%
344761
< 0.1%
335051
< 0.1%
330961
< 0.1%
328781
< 0.1%
304281
< 0.1%
277951
< 0.1%

Health Care and Social Assistance
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct323
Distinct (%)3.6%
Missing2280
Missing (%)20.4%
Infinite0
Infinite (%)0.0%
Mean136.6350258
Minimum0
Maximum43588
Zeros7346
Zeros (%)65.7%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile132
Maximum43588
Range43588
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1719.486841
Coefficient of variation (CV)12.58452458
Kurtosis418.7532295
Mean136.6350258
Median Absolute Deviation (MAD)0
Skewness19.70815087
Sum1216325
Variance2956634.995
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
07346
65.7%
2032
 
0.3%
1328
 
0.3%
2627
 
0.2%
1026
 
0.2%
1625
 
0.2%
1425
 
0.2%
825
 
0.2%
4024
 
0.2%
3422
 
0.2%
Other values (313)1322
 
11.8%
(Missing)2280
 
20.4%
ValueCountFrequency (%)
07346
65.7%
34
 
< 0.1%
53
 
< 0.1%
66
 
0.1%
79
 
0.1%
825
 
0.2%
914
 
0.1%
1026
 
0.2%
1116
 
0.1%
1217
 
0.2%
ValueCountFrequency (%)
435881
< 0.1%
432581
< 0.1%
428641
< 0.1%
408411
< 0.1%
395821
< 0.1%
380201
< 0.1%
377911
< 0.1%
370301
< 0.1%
369941
< 0.1%
355681
< 0.1%

Information Media and Telecommunications
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct265
Distinct (%)2.9%
Missing2111
Missing (%)18.9%
Infinite0
Infinite (%)0.0%
Mean89.27791864
Minimum0
Maximum35728
Zeros8278
Zeros (%)74.0%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile77
Maximum35728
Range35728
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1328.594442
Coefficient of variation (CV)14.88155708
Kurtosis477.5098338
Mean89.27791864
Median Absolute Deviation (MAD)0
Skewness21.5575222
Sum809840
Variance1765163.192
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08278
74.0%
6714
 
0.1%
2513
 
0.1%
1112
 
0.1%
1012
 
0.1%
1710
 
0.1%
4210
 
0.1%
779
 
0.1%
279
 
0.1%
699
 
0.1%
Other values (255)695
 
6.2%
(Missing)2111
 
18.9%
ValueCountFrequency (%)
08278
74.0%
67
 
0.1%
73
 
< 0.1%
84
 
< 0.1%
95
 
< 0.1%
1012
 
0.1%
1112
 
0.1%
124
 
< 0.1%
135
 
< 0.1%
148
 
0.1%
ValueCountFrequency (%)
357281
< 0.1%
340711
< 0.1%
331811
< 0.1%
322801
< 0.1%
304111
< 0.1%
301681
< 0.1%
287691
< 0.1%
286851
< 0.1%
285021
< 0.1%
284371
< 0.1%

Manufacturing
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct206
Distinct (%)2.3%
Missing2118
Missing (%)18.9%
Infinite0
Infinite (%)0.0%
Mean46.57281553
Minimum0
Maximum17196
Zeros8117
Zeros (%)72.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile44
Maximum17196
Range17196
Interquartile range (IQR)0

Descriptive statistics

Standard deviation695.5015005
Coefficient of variation (CV)14.93363655
Kurtosis455.8010953
Mean46.57281553
Median Absolute Deviation (MAD)0
Skewness21.05831765
Sum422136
Variance483722.3372
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08117
72.6%
1926
 
0.2%
1225
 
0.2%
1624
 
0.2%
1524
 
0.2%
2424
 
0.2%
1822
 
0.2%
2122
 
0.2%
2620
 
0.2%
1019
 
0.2%
Other values (196)741
 
6.6%
(Missing)2118
 
18.9%
ValueCountFrequency (%)
08117
72.6%
38
 
0.1%
48
 
0.1%
57
 
0.1%
67
 
0.1%
715
 
0.1%
82
 
< 0.1%
98
 
0.1%
1019
 
0.2%
115
 
< 0.1%
ValueCountFrequency (%)
171961
< 0.1%
171081
< 0.1%
166901
< 0.1%
162271
< 0.1%
153571
< 0.1%
153521
< 0.1%
153511
< 0.1%
153081
< 0.1%
151111
< 0.1%
150091
< 0.1%

Other Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct284
Distinct (%)3.5%
Missing2971
Missing (%)26.6%
Infinite0
Infinite (%)0.0%
Mean47.52344416
Minimum0
Maximum13342
Zeros5513
Zeros (%)49.3%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q315
95-th percentile137
Maximum13342
Range13342
Interquartile range (IQR)15

Descriptive statistics

Standard deviation538.692625
Coefficient of variation (CV)11.3353027
Kurtosis440.79676
Mean47.52344416
Median Absolute Deviation (MAD)0
Skewness20.80400113
Sum390215
Variance290189.7442
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
05513
49.3%
1273
 
0.7%
1564
 
0.6%
2064
 
0.6%
1159
 
0.5%
1756
 
0.5%
956
 
0.5%
2155
 
0.5%
1352
 
0.5%
752
 
0.5%
Other values (274)2167
 
19.4%
(Missing)2971
26.6%
ValueCountFrequency (%)
05513
49.3%
22
 
< 0.1%
332
 
0.3%
428
 
0.3%
543
 
0.4%
651
 
0.5%
752
 
0.5%
841
 
0.4%
956
 
0.5%
1049
 
0.4%
ValueCountFrequency (%)
133421
< 0.1%
132011
< 0.1%
124801
< 0.1%
122331
< 0.1%
121171
< 0.1%
120271
< 0.1%
117241
< 0.1%
116891
< 0.1%
114831
< 0.1%
111531
< 0.1%

Public Administration and Safety
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct275
Distinct (%)2.9%
Missing1685
Missing (%)15.1%
Infinite0
Infinite (%)0.0%
Mean131.6538907
Minimum0
Maximum47815
Zeros8904
Zeros (%)79.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile92
Maximum47815
Range47815
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1759.760884
Coefficient of variation (CV)13.36656953
Kurtosis484.7697494
Mean131.6538907
Median Absolute Deviation (MAD)0
Skewness21.51360902
Sum1250317
Variance3096758.37
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08904
79.6%
499
 
0.1%
1558
 
0.1%
1508
 
0.1%
8986
 
0.1%
306
 
0.1%
116
 
0.1%
515
 
< 0.1%
27015
 
< 0.1%
1465
 
< 0.1%
Other values (265)535
 
4.8%
(Missing)1685
 
15.1%
ValueCountFrequency (%)
08904
79.6%
62
 
< 0.1%
72
 
< 0.1%
102
 
< 0.1%
116
 
0.1%
142
 
< 0.1%
152
 
< 0.1%
162
 
< 0.1%
182
 
< 0.1%
193
 
< 0.1%
ValueCountFrequency (%)
478151
< 0.1%
474091
< 0.1%
412251
< 0.1%
411921
< 0.1%
411431
< 0.1%
408631
< 0.1%
403872
< 0.1%
394701
< 0.1%
391131
< 0.1%
386051
< 0.1%

Real Estate Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct176
Distinct (%)1.8%
Missing1607
Missing (%)14.4%
Infinite0
Infinite (%)0.0%
Mean14.48626632
Minimum0
Maximum9619
Zeros8858
Zeros (%)79.2%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile24
Maximum9619
Range9619
Interquartile range (IQR)0

Descriptive statistics

Standard deviation221.8577007
Coefficient of variation (CV)15.31503673
Kurtosis1003.197533
Mean14.48626632
Median Absolute Deviation (MAD)0
Skewness29.27751348
Sum138706
Variance49220.83935
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08858
79.2%
828
 
0.3%
1926
 
0.2%
2718
 
0.2%
2418
 
0.2%
2318
 
0.2%
2017
 
0.2%
1616
 
0.1%
3015
 
0.1%
1512
 
0.1%
Other values (166)549
 
4.9%
(Missing)1607
 
14.4%
ValueCountFrequency (%)
08858
79.2%
11
 
< 0.1%
67
 
0.1%
78
 
0.1%
828
 
0.3%
910
 
0.1%
1011
 
0.1%
1110
 
0.1%
1210
 
0.1%
139
 
0.1%
ValueCountFrequency (%)
96191
< 0.1%
90001
< 0.1%
79391
< 0.1%
62611
< 0.1%
50881
< 0.1%
45441
< 0.1%
44651
< 0.1%
41741
< 0.1%
38931
< 0.1%
38321
< 0.1%

Rental and Hiring Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct45
Distinct (%)0.4%
Missing797
Missing (%)7.1%
Infinite0
Infinite (%)0.0%
Mean1.649013
Minimum0
Maximum1503
Zeros10296
Zeros (%)92.1%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1503
Range1503
Interquartile range (IQR)0

Descriptive statistics

Standard deviation35.12292366
Coefficient of variation (CV)21.2993613
Kurtosis874.6642737
Mean1.649013
Median Absolute Deviation (MAD)0
Skewness27.79721871
Sum17125
Variance1233.619766
MonotonicityNot monotonic
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
010296
92.1%
178
 
0.1%
367
 
0.1%
226
 
0.1%
334
 
< 0.1%
353
 
< 0.1%
423
 
< 0.1%
183
 
< 0.1%
1153
 
< 0.1%
582
 
< 0.1%
Other values (35)50
 
0.4%
(Missing)797
 
7.1%
ValueCountFrequency (%)
010296
92.1%
42
 
< 0.1%
62
 
< 0.1%
82
 
< 0.1%
92
 
< 0.1%
112
 
< 0.1%
142
 
< 0.1%
152
 
< 0.1%
178
 
0.1%
183
 
< 0.1%
ValueCountFrequency (%)
15031
< 0.1%
13851
< 0.1%
9211
< 0.1%
8821
< 0.1%
8761
< 0.1%
8571
< 0.1%
8511
< 0.1%
8111
< 0.1%
8031
< 0.1%
7811
< 0.1%

Retail Trade
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct346
Distinct (%)3.9%
Missing2295
Missing (%)20.5%
Infinite0
Infinite (%)0.0%
Mean79.99549904
Minimum0
Maximum22046
Zeros6521
Zeros (%)58.3%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q39
95-th percentile138
Maximum22046
Range22046
Interquartile range (IQR)9

Descriptive statistics

Standard deviation920.2237728
Coefficient of variation (CV)11.50344437
Kurtosis442.2076229
Mean79.99549904
Median Absolute Deviation (MAD)0
Skewness20.69953168
Sum710920
Variance846811.792
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06521
58.3%
1658
 
0.5%
2057
 
0.5%
1254
 
0.5%
951
 
0.5%
1451
 
0.5%
1151
 
0.5%
1949
 
0.4%
1845
 
0.4%
844
 
0.4%
Other values (336)1906
 
17.0%
(Missing)2295
 
20.5%
ValueCountFrequency (%)
06521
58.3%
47
 
0.1%
512
 
0.1%
616
 
0.1%
734
 
0.3%
844
 
0.4%
951
 
0.5%
1040
 
0.4%
1151
 
0.5%
1254
 
0.5%
ValueCountFrequency (%)
220461
< 0.1%
213821
< 0.1%
213161
< 0.1%
207131
< 0.1%
206601
< 0.1%
205761
< 0.1%
203721
< 0.1%
201951
< 0.1%
199021
< 0.1%
198321
< 0.1%

Transport, Postal and Storage
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct228
Distinct (%)2.5%
Missing2058
Missing (%)18.4%
Infinite0
Infinite (%)0.0%
Mean44.76205612
Minimum0
Maximum16269
Zeros8400
Zeros (%)75.1%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile50
Maximum16269
Range16269
Interquartile range (IQR)0

Descriptive statistics

Standard deviation651.4127948
Coefficient of variation (CV)14.55278983
Kurtosis469.7249159
Mean44.76205612
Median Absolute Deviation (MAD)0
Skewness21.42071497
Sum408409
Variance424338.6292
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08400
75.1%
2116
 
0.1%
3215
 
0.1%
1912
 
0.1%
712
 
0.1%
3512
 
0.1%
4412
 
0.1%
559
 
0.1%
349
 
0.1%
279
 
0.1%
Other values (218)618
 
5.5%
(Missing)2058
 
18.4%
ValueCountFrequency (%)
08400
75.1%
22
 
< 0.1%
32
 
< 0.1%
42
 
< 0.1%
54
 
< 0.1%
63
 
< 0.1%
712
 
0.1%
82
 
< 0.1%
96
 
0.1%
104
 
< 0.1%
ValueCountFrequency (%)
162691
< 0.1%
158281
< 0.1%
157701
< 0.1%
155131
< 0.1%
148101
< 0.1%
146601
< 0.1%
146511
< 0.1%
146251
< 0.1%
145341
< 0.1%
143101
< 0.1%

Wholesale Trade
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct185
Distinct (%)2.1%
Missing2337
Missing (%)20.9%
Infinite0
Infinite (%)0.0%
Mean29.08422838
Minimum0
Maximum11377
Zeros8095
Zeros (%)72.4%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile30
Maximum11377
Range11377
Interquartile range (IQR)0

Descriptive statistics

Standard deviation412.1726068
Coefficient of variation (CV)14.17168788
Kurtosis471.7548587
Mean29.08422838
Median Absolute Deviation (MAD)0
Skewness20.91844627
Sum257250
Variance169886.2578
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08095
72.4%
1523
 
0.2%
2123
 
0.2%
2720
 
0.2%
720
 
0.2%
1419
 
0.2%
1619
 
0.2%
2618
 
0.2%
2018
 
0.2%
1718
 
0.2%
Other values (175)572
 
5.1%
(Missing)2337
 
20.9%
ValueCountFrequency (%)
08095
72.4%
32
 
< 0.1%
42
 
< 0.1%
64
 
< 0.1%
720
 
0.2%
810
 
0.1%
97
 
0.1%
106
 
0.1%
113
 
< 0.1%
129
 
0.1%
ValueCountFrequency (%)
113771
< 0.1%
109821
< 0.1%
107991
< 0.1%
107731
< 0.1%
107411
< 0.1%
101111
< 0.1%
93691
< 0.1%
79101
< 0.1%
77081
< 0.1%
76421
< 0.1%

Total employment in block
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct1700
Distinct (%)19.4%
Missing2423
Missing (%)21.7%
Infinite0
Infinite (%)0.0%
Mean1777.505309
Minimum0
Maximum497170
Zeros1337
Zeros (%)12.0%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q128
median159
Q3788.5
95-th percentile4811.6
Maximum497170
Range497170
Interquartile range (IQR)760.5

Descriptive statistics

Standard deviation19435.49619
Coefficient of variation (CV)10.93414242
Kurtosis476.1502526
Mean1777.505309
Median Absolute Deviation (MAD)159
Skewness21.62890868
Sum15569169
Variance377738512.2
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
01337
 
12.0%
2357
 
0.5%
1946
 
0.4%
2246
 
0.4%
1345
 
0.4%
1544
 
0.4%
1844
 
0.4%
340
 
0.4%
1239
 
0.3%
2638
 
0.3%
Other values (1690)7023
62.8%
(Missing)2423
 
21.7%
ValueCountFrequency (%)
01337
12.0%
111
 
0.1%
231
 
0.3%
340
 
0.4%
413
 
0.1%
523
 
0.2%
626
 
0.2%
716
 
0.1%
826
 
0.2%
925
 
0.2%
ValueCountFrequency (%)
4971701
< 0.1%
4790961
< 0.1%
4615551
< 0.1%
4583631
< 0.1%
4534531
< 0.1%
4470741
< 0.1%
4467711
< 0.1%
4394961
< 0.1%
4364361
< 0.1%
4325121
< 0.1%

Interactions

Correlations

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

Census yearBlock IDCLUE small areaAccommodationAdmin and Support ServicesAgriculture and MiningArts and Recreation ServicesBusiness ServicesConstructionEducation and TrainingElectricity, Gas, Water and Waste ServicesFinance and InsuranceFood and Beverage ServicesHealth Care and Social AssistanceInformation Media and TelecommunicationsManufacturingOther ServicesPublic Administration and SafetyReal Estate ServicesRental and Hiring ServicesRetail TradeTransport, Postal and StorageWholesale TradeTotal employment in block
020201Melbourne (CBD)0.0NaN0.0NaNNaN0.00.0NaNNaN53.00.00.00.03.00.00.0NaNNaNNaN0.0764.0
120202Melbourne (CBD)0.00.00.0195.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0195.0
220204Melbourne (CBD)0.00.00.058.00.00.0NaN0.00.0146.0NaN0.00.0NaNNaN0.00.047.0347.00.0653.0
320205Melbourne (CBD)0.00.00.00.00.00.00.00.00.0NaN0.0NaN0.00.00.00.00.0NaN0.00.05.0
420206Melbourne (CBD)0.0NaN0.0193.00.00.00.00.00.0297.00.0NaN0.0NaNNaN37.0NaN32.0NaN0.0843.0
5202011Melbourne (CBD)167.045.00.015.0208.0NaN0.00.0NaN187.0NaNNaNNaN54.00.048.00.0NaNNaN0.0824.0
6202012Melbourne (CBD)70.0550.00.0NaN1130.00.0198.0NaN325.0181.0NaNNaN0.011.0NaN0.00.014.0NaN0.03599.0
7202013Melbourne (CBD)0.0603.0NaNNaN631.0NaN32.0NaN309.025.0NaN50.0NaN30.00.0NaN0.011.0NaN0.02527.0
8202014Melbourne (CBD)119.0148.0NaNNaN417.046.0449.0NaN116.0384.022.023.0NaN167.024.046.00.070.0NaN33.02121.0
9202015Melbourne (CBD)47.0141.0NaN136.0216.0NaN371.00.056.0446.066.083.032.0225.0NaNNaN0.0294.00.0NaN2139.0

Last rows

Census yearBlock IDCLUE small areaAccommodationAdmin and Support ServicesAgriculture and MiningArts and Recreation ServicesBusiness ServicesConstructionEducation and TrainingElectricity, Gas, Water and Waste ServicesFinance and InsuranceFood and Beverage ServicesHealth Care and Social AssistanceInformation Media and TelecommunicationsManufacturingOther ServicesPublic Administration and SafetyReal Estate ServicesRental and Hiring ServicesRetail TradeTransport, Postal and StorageWholesale TradeTotal employment in block
1117220110City of Melbourne (total)8955.014860.03806.021864.072039.04944.023579.06975.059440.027795.035568.033181.016227.011153.041143.03893.0882.021316.014151.010741.0432512.0
1117320100City of Melbourne (total)8443.014447.03605.022917.070346.04677.023267.06794.059915.026610.034498.035728.015351.010784.039113.03618.0921.019902.013563.010111.0424610.0
1117420090City of Melbourne (total)8287.015351.03604.022828.064763.04490.023212.05771.061049.025658.032425.034071.017108.010858.038605.03282.0851.020713.013193.09369.0415488.0
1117520080City of Melbourne (total)8282.015140.03855.022614.065244.04080.023317.05700.055815.025304.031966.032280.017196.010554.037676.03179.0751.020576.014660.07592.0405781.0
1117620070City of Melbourne (total)8366.012818.03549.023447.057058.03526.022199.04450.054587.024699.031565.028437.015308.010275.037091.02854.0781.019681.014534.07910.0383135.0
1117720060City of Melbourne (total)8037.012744.03406.023494.053443.03154.021561.03467.051314.023320.029160.026639.015111.09593.034752.02603.0857.019246.013077.07708.0362686.0
1117820050City of Melbourne (total)7135.010388.03438.021526.050106.02737.020045.03425.047664.021024.029160.026637.013523.09804.031345.02370.0803.018527.011831.07642.0339130.0
1117920040City of Melbourne (total)7201.010795.03215.021252.046757.02741.018170.03727.046590.019037.029010.024751.013959.09255.031069.02286.0811.017451.011630.07588.0327295.0
1118020030City of Melbourne (total)7311.010505.04474.019292.048994.02306.016668.02895.045340.017596.028336.025481.014256.09341.030424.02406.01503.016753.012185.07197.0323263.0
1118120020City of Melbourne (total)7265.010660.04483.018913.048308.02548.015806.03022.044975.017145.027482.025083.014638.08966.030233.02352.01385.016998.012858.06609.0319729.0